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Researcher
Roberto Medico
Profile
Projects
Publications
Activities
Awards & Distinctions
9
Results
2021
Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification
Roberto Medico
Joeri Ruyssinck
Dirk Deschrijver
Tom Dhaene
A1
Journal Article
in
ADVANCES IN DATA ANALYSIS AND CLASSIFICATION
2021
2020
A voltage and current measurement dataset for plug load appliance identification in households
Roberto Medico
Leen De Baets
Jingkun Gao
Suman Giri
Emre Kara
Tom Dhaene
Chris Develder
Mario Berges
Dirk Deschrijver
A1
Journal Article
in
SCIENTIFIC DATA
2020
Machine learning-based detection of anomalous and discriminative patterns in time-series data
Roberto Medico
Tom Dhaene
Dirk Deschrijver
Dissertation
2020
2019
Gaining insight in wind turbine drivetrain dynamics by means of automatic operational modal analysis combined with machine learning algorithms
Nicoletta Gioia
P. J. Daems
C. Peeters
P. Guillaume
J. Helsen
Roberto Medico
Dirk Deschrijver
Tom Dhaene
P1
Conference
2019
High-dimensional multivariate forecasting with low-rank Gaussian Copula processes
David Salinas
Michael Bohlke-Schneider
Laurent Callot
Roberto Medico
Jan Gasthaus
P1
Conference
2019
Machine learning based error detection in transient susceptibility tests
Roberto Medico
Niels Lambrecht
Hugo Pues
Dries Vande Ginste
Dirk Deschrijver
Tom Dhaene
Domenico Spina
A1
Journal Article
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2019
Machine-learning-based error detection and design optimization in signal integrity applications
Roberto Medico
Domenico Spina
Dries Vande Ginste
Dirk Deschrijver
Tom Dhaene
A1
Journal Article
in
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY
2019
2018
Autoencoding density-based anomaly detection for signal integrity applications
Roberto Medico
Domenico Spina
Dries Vande Ginste
Dirk Deschrijver
Tom Dhaene
P1
Conference
2018
Learning Multivariate Shapelets with Multi-Layer Neural Networks
Roberto Medico
Joeri Ruyssinck
Dirk Deschrijver
Tom Dhaene
C3
Conference
2018